We design, build and run agentic loops and business automation, from local LLMs and vector storage and retrieval to bespoke software and integration, alongside our web, e-commerce and design work.
We build agentic loops that follow your written procedures: staff drop files into a folder, the loop does the work, and finished results land in another. Reliable, auditable automation for repeatable back-office tasks.
01A private knowledge base for your business. We embed your documents, SOPs and data into local vector storage so retrieval answers stay grounded, without sending anything to the cloud.
02We wire language models into your existing PHP, Python and web systems for generation, classification and extraction, running on-premise for privacy and cost control with cloud fallback when needed.
03If your team repeats the same task or wrangles large datasets, we automate it: document processing, data cleanup, enrichment and despatch pipelines that run unattended with clear audit trails.
04Text-to-image, lifestyle product shots, background removal and photo-to-3D assets generated at scale, ready for catalogues, listings and the web.
05Multimodal understanding that reads product images and transcribes speech. We turn photos, audio and metadata into structured, usable content and searchable records.
06Semantic search over your own content using embeddings, plus Model Context Protocol tools that plug your data straight into LLM assistants and developer workflows.
07We cluster search queries, detect duplicate copy and surface content gaps using embeddings, so your team prioritises the work that protects and grows organic rankings.
08Custom systems when off-the-shelf will not do, connecting databases, APIs and tools so your existing stack and new solutions work as one.
09Responsive websites and e-commerce builds, plus ongoing management, product updates, SEO and troubleshooting.
10Graphic design, product photography and print management when you need polished assets for digital and physical channels.
11Broken WordPress, slow site or low search ranking? We diagnose and fix technical issues quickly and efficiently.
12A follow-up to our AI-ready websites piece — the cost ladder a bot climbs to read a page, why a Turnstile captcha is enough to price out abusive bots, and how to point the same tools at your own operations and content gaps.
AIPart of our AI Insights for Small Business series — what genuinely makes a website legible to AI assistants, and the popular tricks that quietly do nothing at all.
AIAdding a fast, local vector store to the folder workflow pattern — LlamaIndex ingests dropped documents, Nomic embeddings via Ollama do the maths, and a plain JSON store on disk gives the agent retrieval-augmented context without ever handing it the filesystem.
AIFourth in our AI Insights for Small Business series — what an agentic harness is, why the terminal is the master tool, how MCP turns every app into an agent-ready surface, and why macOS is the friendliest host for a local agent.
AIThird in our AI Insights for Small Business series — how a plain folder with /input, /processed and /output beats every cloud workflow platform, with a complete worked example: a Python tool that filters invalid UK postcodes and formats supplier addresses for datamerge.
AISecond in our AI Insights for Small Business series — why a plain markdown file beats every clever workflow tool you can buy, the SKILL.md convention, and how to write an SOP your agent will actually follow.
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